ctDNA (circulating tumor DNA)

  • 文章类型: Journal Article
    背景:生物标志物检测已逐渐成为精准肿瘤学的标准护理,以帮助医生为患者选择最佳治疗方法。与单基因或小基因组测试相比,综合基因组谱分析(CGP)已成为一种更有时间和组织效率的方法。这项研究证明了对K-4CARE的深入分析验证,CGP分析,整合循环肿瘤DNA(ctDNA)跟踪残留癌症监测。方法:该测定使用一组473个癌症相关基因,总长度为1.7Mb。参考标准用于评估检测限(LOD),和谐,灵敏度,检测单核苷酸变体(SNV)的测定的特异性和精确性,小插入/删除(Indels),基因扩增和融合,微卫星不稳定性(MSI)和肿瘤突变负荷(TMB)。然后使用来自10种癌症类型的155个临床样品,针对正交方法对测定进行基准测试。在选定的癌症中,顶级肿瘤衍生的体细胞突变,根据我们的专有算法排名,用于检测血浆中的ctDNA。结果:对于体细胞SNV和Indels的检测,基因融合和扩增,该测定法的灵敏度>99%,分别为94%和>99%,特异性>99%。种系变体的检测还实现了>99%的灵敏度和特异性。对于TMB测量,全外显子组测序与我们的靶向组之间的相关系数为97%.当对照聚合酶链反应法作基准时,MSI分析显示94%的灵敏度和>99%的特异性。我们的测定与TruSightOncology500检测体细胞变异的测定之间的一致性,TMB和MSI测量为100%,89%,分别为98%。当CGP知情突变用于个性化ctDNA跟踪时,液体活检中ctDNA的检出率为79%,2个案例研究证明了癌症监测的临床实用性。结论:K-4CARE™分析提供了全面可靠的基因组信息,可满足靶向治疗和免疫治疗的所有基于指南的生物标志物测试。ctDNA跟踪的整合有助于临床医生进一步监测治疗反应,并最终为癌症患者提供全面的护理。
    Background: Biomarker testing has gradually become standard of care in precision oncology to help physicians select optimal treatment for patients. Compared to single-gene or small gene panel testing, comprehensive genomic profiling (CGP) has emerged as a more time- and tissue-efficient method. This study demonstrated in-depth analytical validation of K-4CARE, a CGP assay that integrates circulating tumor DNA (ctDNA) tracking for residual cancer surveillance. Methods: The assay utilized a panel of 473 cancer-relevant genes with a total length of 1.7 Mb. Reference standards were used to evaluate limit of detection (LOD), concordance, sensitivity, specificity and precision of the assay to detect single nucleotide variants (SNVs), small insertion/deletions (Indels), gene amplification and fusion, microsatellite instability (MSI) and tumor mutational burden (TMB). The assay was then benchmarked against orthogonal methods using 155 clinical samples from 10 cancer types. In selected cancers, top tumor-derived somatic mutations, as ranked by our proprietary algorithm, were used to detect ctDNA in the plasma. Results: For detection of somatic SNVs and Indels, gene fusion and amplification, the assay had sensitivity of >99%, 94% and >99% respectively, and specificity of >99%. Detection of germline variants also achieved sensitivity and specificity of >99%. For TMB measurement, the correlation coefficient between whole-exome sequencing and our targeted panel was 97%. MSI analysis when benchmarked against polymerase chain reaction method showed sensitivity of 94% and specificity of >99%. The concordance between our assay and the TruSight Oncology 500 assay for detection of somatic variants, TMB and MSI measurement was 100%, 89%, and 98% respectively. When CGP-informed mutations were used to personalize ctDNA tracking, the detection rate of ctDNA in liquid biopsy was 79%, and clinical utility in cancer surveillance was demonstrated in 2 case studies. Conclusion: K-4CARE™ assay provides comprehensive and reliable genomic information that fulfills all guideline-based biomarker testing for both targeted therapy and immunotherapy. Integration of ctDNA tracking helps clinicians to further monitor treatment response and ultimately provide well-rounded care to cancer patients.
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  • 文章类型: Published Erratum
    [这更正了文章DOI:10.3389/fimmu.2023.1188818。].
    [This corrects the article DOI: 10.3389/fimmu.2023.1188818.].
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  • 文章类型: Published Erratum
    [这更正了文章DOI:10.3389/fimmu.2023.1188818。].
    [This corrects the article DOI: 10.3389/fimmu.2023.1188818.].
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  • 文章类型: Journal Article
    CART疗法在复发性FL患者的治疗中产生了范式转变。在这些治疗后优化疾病监测的策略越来越必要。这项研究探索了具有个性化可追踪突变的创新签名的ctDNA监测的潜在价值。
    11例接受抗CD19CAR-T细胞治疗的FL患者被包括在内。一个人没有回应,被排除在外。在开始淋巴耗尽化疗之前进行基因组分析以鉴定适于LiqBio-MRD监测的体细胞突变。在59个cfDNA随访样品上进一步分析基线突变的动力学(每个患者4.5个)。PET/CT检查在第+90、+180、+365天进行,每6个月进行一次,直至疾病进展或死亡。
    经过36个月的中位随访,所有患者均以CR为最佳反应。两名患者进展。最常见的突变基因是CREBBP,KMT2D和EP300。ctDNA和PET/CT的同时分析可用于18个时间点。当PET/CT阳性时,4份ctDNA样本中有2份为LiqBio-MRD阴性.这两个阴性样品在两次评估中对应于具有独特肠系膜肿块的女性,从未复发。同时,根据我们的LiqBio-MRD分析(100%),14个PET/CT阴性图像无突变。到第+7天,没有患者的LiqBio-MRD测试为阴性。有趣的是,所有持续有反应的患者在输注后3个月或3个月左右均未检测到ctDNA.两名患者的PET/CT和ctDNA水平显示结果不一致。在这些病例中没有证实进展。所有进展患者进展前均为LiqBio-MRD阳性。
    这是使用ctDNA监测FL对CAR-T细胞治疗反应的原理证明。我们的结果证实,非侵入性液体活检MRD分析可能与反应相关,可用于监测反应。ctDNA分子反应的协调定义和准确确定评估ctDNA反应的最佳时机对于这种设置是必要的。如果使用ctDNA分析,我们建议将CR患者的PET/CT随访限制为临床怀疑复发,以避免假阳性结果。
    CART therapy has produced a paradigm shift in the treatment of relapsing FL patients. Strategies to optimize disease surveillance after these therapies are increasingly necessary. This study explores the potential value of ctDNA monitoring with an innovative signature of personalized trackable mutations.
    Eleven FL patients treated with anti-CD19 CAR T-cell therapy were included. One did not respond and was excluded. Genomic profiling was performed before starting lymphodepleting chemotherapy to identify somatic mutations suitable for LiqBio-MRD monitoring. The dynamics of the baseline mutations (4.5 per patient) were further analyzed on 59 cfDNA follow-up samples. PET/CT examinations were performed on days +90, +180, +365, and every six months until disease progression or death.
    After a median follow-up of 36 months, all patients achieved a CR as the best response. Two patients progressed. The most frequently mutated genes were CREBBP, KMT2D and EP300. Simultaneous analysis of ctDNA and PET/CT was available for 18 time-points. When PET/CT was positive, two out of four ctDNA samples were LiqBio-MRD negative. These two negative samples corresponded to women with a unique mesenteric mass in two evaluations and never relapsed. Meanwhile, 14 PET/CT negative images were mutation-free based on our LiqBio-MRD analysis (100%). None of the patients had a negative LiqBio-MRD test by day +7. Interestingly, all durably responding patients had undetectable ctDNA at or around three months after infusion. Two patients presented discordant results by PET/CT and ctDNA levels. No progression was confirmed in these cases. All the progressing patients were LiqBio-MRD positive before progression.
    This is a proof-of-principle for using ctDNA to monitor response to CAR T-cell therapy in FL. Our results confirm that a non-invasive liquid biopsy MRD analysis may correlate with response and could be used to monitor response. Harmonized definitions of ctDNA molecular response and pinpointing the optimal timing for assessing ctDNA responses are necessary for this setting. If using ctDNA analysis, we suggest restricting follow-up PET/CT in CR patients to a clinical suspicion of relapse, to avoid false-positive results.
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  • 文章类型: Journal Article
    乳腺癌是女性中与癌症有关的死亡,也是美国医疗服务和处方药费用最高的癌症。美国卫生当局建议进行乳腺癌筛查,但目前的筛查工作往往受到高假阳性率的影响.基于循环肿瘤DNA(ctDNA)的液体活检已成为筛查癌症的潜在方法。然而,乳腺癌的检测,特别是在早期阶段,由于ctDNA的含量低和分子亚型的异质性,因此具有挑战性。
    这里,我们采用了多模态方法,即通过DNA甲基化和大小(SPOT-MAS)筛选肿瘤的存在,同时分析239例非转移性乳腺癌患者和278例健康受试者血浆样本中无细胞DNA(cfDNA)的多重特征.
    我们确定了全基因组甲基化变化(GWM)的不同概况,拷贝数变更(CNA),和乳腺癌患者的cfDNA中的4-核苷酸寡聚物(4-mer)末端基序(EM)。我们进一步使用所有三个签名来构建多特征机器学习模型,并表明组合模型优于由单个特征构建的基础模型,达到0.91的AUC(95%CI:0.87-0.95),灵敏度为65%,特异性为96%。
    我们的研究结果表明,基于cfDNA甲基化分析的多模态液体活检检测,CNA和EM可以提高早期乳腺癌检测的准确性。
    UNASSIGNED: Breast cancer causes the most cancer-related death in women and is the costliest cancer in the US regarding medical service and prescription drug expenses. Breast cancer screening is recommended by health authorities in the US, but current screening efforts are often compromised by high false positive rates. Liquid biopsy based on circulating tumor DNA (ctDNA) has emerged as a potential approach to screen for cancer. However, the detection of breast cancer, particularly in early stages, is challenging due to the low amount of ctDNA and heterogeneity of molecular subtypes.
    UNASSIGNED: Here, we employed a multimodal approach, namely Screen for the Presence of Tumor by DNA Methylation and Size (SPOT-MAS), to simultaneously analyze multiple signatures of cell free DNA (cfDNA) in plasma samples of 239 nonmetastatic breast cancer patients and 278 healthy subjects.
    UNASSIGNED: We identified distinct profiles of genome-wide methylation changes (GWM), copy number alterations (CNA), and 4-nucleotide oligomer (4-mer) end motifs (EM) in cfDNA of breast cancer patients. We further used all three signatures to construct a multi-featured machine learning model and showed that the combination model outperformed base models built from individual features, achieving an AUC of 0.91 (95% CI: 0.87-0.95), a sensitivity of 65% at 96% specificity.
    UNASSIGNED: Our findings showed that a multimodal liquid biopsy assay based on analysis of cfDNA methylation, CNA and EM could enhance the accuracy for the detection of early- stage breast cancer.
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  • 文章类型: Journal Article
    用于微小残留病(MRD)的液体活检测定用于监测和告知肿瘤治疗并预测癌症患者复发的风险。到目前为止,大多数MRD试验的开发集中在靶向体细胞突变上.然而,表观遗传变化比癌症中的遗传变化更频繁和普遍,循环肿瘤DNA(ctDNA)保留了许多这些变化。这里,我们回顾了可用于检测MRD的表观遗传信号,包括区分ctDNA与非癌性循环无细胞DNA(ccfDNA)的DNA甲基化改变和片段化模式。然后,我们总结了MRD监测的现状;强调表观遗传学相对于基于遗传学的方法的优势;并讨论了分析遗传和表观遗传靶标以监测治疗反应的新兴范式。检测疾病复发,并告知辅助治疗。
    Liquid biopsy assays for minimal residual disease (MRD) are used to monitor and inform oncological treatment and predict the risk of relapse in cancer patients. To-date, most MRD assay development has focused on targeting somatic mutations. However, epigenetic changes are more frequent and universal than genetic alterations in cancer and circulating tumor DNA (ctDNA) retains much of these changes. Here, we review the epigenetic signals that can be used to detect MRD, including DNA methylation alterations and fragmentation patterns that differentiate ctDNA from noncancerous circulating cell-free DNA (ccfDNA). We then summarize the current state of MRD monitoring; highlight the advantages of epigenetics over genetics-based approaches; and discuss the emerging paradigm of assaying both genetic and epigenetic targets to monitor treatment response, detect disease recurrence, and inform adjuvant therapy.
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  • 文章类型: Published Erratum
    [This corrects the article DOI: 10.3389/fonc.2022.940473.].
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  • 文章类型: Journal Article
    肝移植(LT)是早期肝细胞癌(HCC)患者最有利的治疗选择。已经进行了许多尝试来建立资格标准并选择HCC患者进行LT,导致基本上整合临床形态学变量的各种系统。缺乏足够的粒度来概括疾病的生物学复杂性,所有这些替代方案都显示出很大的局限性,因此不可否认是不完美的。液体活检,定义为癌症释放到血液中的循环分析物的分子分析,被揭示为癌症管理中无与伦比的工具,包括HCC。它似乎是完善HCCLT选择标准的理想候选者。本综合综述分析了关于这一主题的现有文献。字段中的数据,然而,只有17项研究仍然稀缺。虽然罕见,这些研究提供了重要且令人鼓舞的发现,突出了显著的预后价值,并支持了液体活检在这一特定临床情景中的作用.这些结果支持了加强和加速液体活检研究的关键和迫切需要。为了确定是否以及如何将液体活检整合到HCCLT的决策中。
    Liver transplant (LT) is the most favorable treatment option for patients with early stage hepatocellular carcinoma (HCC). Numerous attempts have been pursued to establish eligibility criteria and select HCC patients for LT, leading to various systems that essentially integrate clinico-morphological variables. Lacking of sufficient granularity to recapitulate the biological complexity of the disease, all these alternatives display substantial limitations and are thus undeniably imperfect. Liquid biopsy, defined as the molecular analysis of circulating analytes released by a cancer into the bloodstream, was revealed as an incomparable tool in the management of cancers, including HCC. It appears as an ideal candidate to refine selection criteria of LT in HCC. The present comprehensive review analyzed the available literature on this topic. Data in the field, however, remain scarce with only 17 studies. Although rare, these studies provided important and encouraging findings highlighting notable prognostic values and supporting the contribution of liquid biopsy in this specific clinical scenario. These results underpinned the critical and urgent need to intensify and accelerate research on liquid biopsy, in order to determine whether and how liquid biopsy may be integrated in the decision-making of LT in HCC.
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  • 文章类型: Journal Article
    黑色素瘤在全球发病率中有所增加,并且是皮肤癌死亡的主要原因。虽然大多数早期阶段,非转移性黑色素瘤可以通过单独的手术切除来治愈,约5%的早期黑素瘤患者在可变的无病间期和进展为转移性黑素瘤并最终死亡后将经历复发。这可能是由于原发性肿瘤异质性和进行性克隆差异导致更具侵袭性的肿瘤群体的生长。液体生物标志物具有实时的优势,非侵入性纵向监测肿瘤负荷和组织标志物异质性。目前,用于黑色素瘤分期和监测的唯一血清学标志物是血清乳酸脱氢酶,不够具体或敏感,并且并非在所有中心都常规使用。一个理想的黑色素瘤生物标志物将用于识别原发性黑色素瘤高危患者,筛查复发,检测早期黑色素瘤,提供治疗结果以个性化系统治疗,遵循肿瘤异质性,之前提供预后数据,治疗期间和之后,并监测对治疗的反应。这篇综述总结了当前该领域的研究,特别是循环肿瘤细胞。循环肿瘤DNA,microRNA,和可能适合这些目标的细胞外囊泡。
    Melanomas have increased in global incidence and are the leading cause of skin cancer deaths. Whilst the majority of early-stage, non-metastatic melanomas can be cured with surgical excision alone, ~5% of patients with early melanomas will experience recurrence following a variable disease-free interval and progression to metastatic melanoma and ultimately death. This is likely because of primary tumor heterogeneity and progressive clonal divergency resulting in the growth of more aggressive tumor populations. Liquid biomarkers have the advantage of real-time, non-invasive longitudinal monitoring of tumor burden and heterogeneity over tissue markers. Currently, the only serological marker used in the staging and monitoring of melanoma is serum lactate dehydrogenase, which is not sufficiently specific or sensitive, and is not used routinely in all centers. An ideal melanoma biomarker would be used to identify patients who are at high-risk of primary melanoma, screen for relapse, detect early-stage melanoma, provide treatment outcomes to personalize systemic treatment, follow tumor heterogeneity, provide prognostic data before, during and after treatment, and monitor response to treatment. This review provides a summary of the current research in this field with a specific focus on circulating tumor cells, circulating tumor DNA, microRNA, and extracellular vesicles which may serve to suit these goals.
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  • 文章类型: Journal Article
    基于液体活检循环肿瘤DNA(ctDNA)的方法可能代表了胃肠道间质瘤(GIST)分子询问的非侵入性手段。我们在来自46名患者的64个血浆样品上部署了定制的29基因Archer®LiquidPlex™靶向小组。已知大多数具有KIT突变(n=41,89.1%),而3个是PDGFRA外显子18D842V突变体,其余(n=2)是KIT和PDGFRA的野生型。就疾病阶段而言,14例(30.4%)是经过完全手术切除的局部GIST,其余(n=32)是转移性的。在十个病人中,包括7种酪氨酸激酶抑制剂,在纳入研究时,有疾病进展的证据,7例(70%)检测到ctDNA突变。ctDNA中KIT(n=5)或PDGFRA(n=1)中的已知体细胞突变仅在10名患者中的6人中被鉴定。这些KIT突变体包括重复,indels,和单核苷酸变体。ctDNA中突变AF的中位数为11.0%(范围,0.38%-45.0%)。在转移性进行性KIT突变GIST患者中,具有可检测的KITctDNA突变的肿瘤负荷比没有的高(中位数,5.97厘米vs.2.40厘米,p=0.0195)。对于局部病例(n=14)或无疾病进展证据的转移性病例(n=22),在ctDNA中未检测到已知的肿瘤突变。在疾病进展过程中,有连续样本的患者,继发性获得性突变,包括一个可能可行的PIK3CA外显子9c.1633G>A突变,被检测到。当患者对TKI治疗的转换有反应时,无法检测到ctDNA突变。总之,使用定制的靶向NGS组检测ctDNA中GIST相关突变是一种有吸引力的非侵入性方法,可以在疾病进展时获得临床上易于处理的信息.
    Liquid biopsy circulating tumor DNA (ctDNA)-based approaches may represent a non-invasive means for molecular interrogation of gastrointestinal stromal tumors (GISTs). We deployed a customized 29-gene Archer® LiquidPlex™ targeted panel on 64 plasma samples from 46 patients. The majority were known to harbor KIT mutations (n = 41, 89.1%), while 3 were PDGFRA exon 18 D842V mutants and the rest (n = 2) were wild type for KIT and PDGFRA. In terms of disease stage, 14 (30.4%) were localized GISTs that had undergone complete surgical resection while the rest (n = 32) were metastatic. Among ten patients, including 7 on tyrosine kinase inhibitors, with evidence of disease progression at study inclusion, mutations in ctDNA were detected in 7 cases (70%). Known somatic mutations in KIT (n = 5) or PDGFRA (n = 1) in ctDNA were identified only among 6 of the 10 patients. These KIT mutants included duplication, indels, and single-nucleotide variants. The median mutant AF in ctDNA was 11.0% (range, 0.38%-45.0%). In patients with metastatic progressive KIT-mutant GIST, tumor burden was higher with detectable KIT ctDNA mutation than in those without (median, 5.97 cm vs. 2.40 cm, p = 0.0195). None of the known tumor mutations were detected in ctDNA for localized cases (n = 14) or metastatic cases without evidence of disease progression (n = 22). In patients with serial samples along progression of disease, secondary acquired mutations, including a potentially actionable PIK3CA exon 9 c.1633G>A mutation, were detected. ctDNA mutations were not detectable when patients responded to a switch in TKI therapy. In conclusion, detection of GIST-related mutations in ctDNA using a customized targeted NGS panel represents an attractive non-invasive means to obtain clinically tractable information at the time of disease progression.
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